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Volumn 31, Issue 8, 2013, Pages 1648-1663

Modeling the effects of light and temperature on algae growth: State of the art and critical assessment for productivity prediction during outdoor cultivation

Author keywords

Algae; Biofuel; Endogenous respiration; Full scale; Light; Models; Photobioreactor; Photosynthesis; Temperature

Indexed keywords

AVERAGE LIGHT INTENSITY; ENDOGENOUS RESPIRATION; ENGINEERING APPLICATIONS; EXPERIMENTAL CONDITIONS; FULL-SCALE; PHOTOBIORE-ACTOR; TEMPERATURE ACCLIMATION; TRANSIENT CONDITIONS;

EID: 84888007951     PISSN: 07349750     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biotechadv.2013.08.014     Document Type: Review
Times cited : (318)

References (113)
  • 1
    • 0007153217 scopus 로고    scopus 로고
    • A model for light distribution and average solar irradiance inside outdoor tubular photobioreactors for the microalgal mass culture
    • Acién Fernández F.G., García Camacho F., Sánchez Pérez J.A., Fernández Sevilla J.M., Molina Grima E. A model for light distribution and average solar irradiance inside outdoor tubular photobioreactors for the microalgal mass culture. Biotechnol Bioeng 1997, 55(5):701-714.
    • (1997) Biotechnol Bioeng , vol.55 , Issue.5 , pp. 701-714
    • Acién Fernández, F.G.1    García Camacho, F.2    Sánchez Pérez, J.A.3    Fernández Sevilla, J.M.4    Molina, G.E.5
  • 2
    • 0042382924 scopus 로고    scopus 로고
    • Modeling of biomass productivity in tubular photobioreactors for microalgal cultures: effects of dilution rate, tube diameter, and solar irradiance
    • Acién Fernández F.G., García Camacho F., Sánchez Pérez J.A., Fernández Sevilla J.M., Molina Grima E. Modeling of biomass productivity in tubular photobioreactors for microalgal cultures: effects of dilution rate, tube diameter, and solar irradiance. Biotechnol Bioeng 1998, 58(6):605-616.
    • (1998) Biotechnol Bioeng , vol.58 , Issue.6 , pp. 605-616
    • Acién Fernández, F.G.1    García Camacho, F.2    Sánchez Pérez, J.A.3    Fernández Sevilla, J.M.4    Molina, G.E.5
  • 3
    • 0023512160 scopus 로고
    • Temperature functions in biology and their application to algal growth constants
    • Ahlgren G. Temperature functions in biology and their application to algal growth constants. Oikos 1987, 49(2):177-190.
    • (1987) Oikos , vol.49 , Issue.2 , pp. 177-190
    • Ahlgren, G.1
  • 4
    • 0002351851 scopus 로고
    • Growth kinetics of photosynthetic microorganisms
    • Aiba S. Growth kinetics of photosynthetic microorganisms. Adv Biochem Eng 1982, 23:85-156.
    • (1982) Adv Biochem Eng , vol.23 , pp. 85-156
    • Aiba, S.1
  • 5
    • 0000010249 scopus 로고
    • The concept of light intensity adaptation in marine phytoplankton: some experiments with Phaeodactylum tricornutum
    • Beardall J., Morris I. The concept of light intensity adaptation in marine phytoplankton: some experiments with Phaeodactylum tricornutum. Mar Biol 1976, 37:377-387.
    • (1976) Mar Biol , vol.37 , pp. 377-387
    • Beardall, J.1    Morris, I.2
  • 7
    • 79954468408 scopus 로고    scopus 로고
    • Universal temperature model for shallow algal ponds provides improved accuracy
    • Béchet Q., Shilton A., Park J.B., Craggs R.J., Guieysse B. Universal temperature model for shallow algal ponds provides improved accuracy. Environ Sci Technol 2011, 45(8):3702-3709.
    • (2011) Environ Sci Technol , vol.45 , Issue.8 , pp. 3702-3709
    • Béchet, Q.1    Shilton, A.2    Park, J.B.3    Craggs, R.J.4    Guieysse, B.5
  • 8
    • 84869879091 scopus 로고    scopus 로고
    • Outdoor cultivation of temperature-tolerant Chlorella sorokiniana in a column photobioreactor under low power-input
    • Béchet Q., Muñoz R., Shilton A., Guieysse B. Outdoor cultivation of temperature-tolerant Chlorella sorokiniana in a column photobioreactor under low power-input. Biotechnol Bioeng 2013, 110(1):118-126.
    • (2013) Biotechnol Bioeng , vol.110 , Issue.1 , pp. 118-126
    • Béchet, Q.1    Muñoz, R.2    Shilton, A.3    Guieysse, B.4
  • 10
    • 80054765553 scopus 로고    scopus 로고
    • 2 mitigation and biofuel production
    • 2 mitigation and biofuel production. J Process Control 2011, 21:1378-1389.
    • (2011) J Process Control , vol.21 , pp. 1378-1389
    • Bernard, O.1
  • 11
    • 84865564904 scopus 로고    scopus 로고
    • Validation of a simple model accounting for light and temperature effect on microalgal growth
    • Bernard O., Rémond B. Validation of a simple model accounting for light and temperature effect on microalgal growth. Bioresour Technol 2012, 123:520-527.
    • (2012) Bioresour Technol , vol.123 , pp. 520-527
    • Bernard, O.1    Rémond, B.2
  • 12
    • 43949135498 scopus 로고    scopus 로고
    • Predicting marine phytoplankton maximum growth rates from temperature: improving on the Eppley curve using quantile regression
    • Bissinger J.E., Montagnes D.J.S. Predicting marine phytoplankton maximum growth rates from temperature: improving on the Eppley curve using quantile regression. Limnol Oceanogr 2008, 53(2):487-493.
    • (2008) Limnol Oceanogr , vol.53 , Issue.2 , pp. 487-493
    • Bissinger, J.E.1    Montagnes, D.J.S.2
  • 13
    • 79955954670 scopus 로고    scopus 로고
    • Application of computational fluid dynamics for modeling and designing photobioreactors for microalgae production: a review
    • Bitog J.P., Lee I.B., Lee C.G., Kim K.S., Hwang H.S., Hong S.W., et al. Application of computational fluid dynamics for modeling and designing photobioreactors for microalgae production: a review. Comput Electron Agric 2011, 76:131-147.
    • (2011) Comput Electron Agric , vol.76 , pp. 131-147
    • Bitog, J.P.1    Lee, I.B.2    Lee, C.G.3    Kim, K.S.4    Hwang, H.S.5    Hong, S.W.6
  • 14
    • 66449133570 scopus 로고    scopus 로고
    • Mechanistic model for the reclamation of industrial wastewaters using algal-bacterial photobioreactors
    • Bordel S., Guieysse B., Muñoz R. Mechanistic model for the reclamation of industrial wastewaters using algal-bacterial photobioreactors. Environ Sci Technol 2009, 43(9):3200-3207.
    • (2009) Environ Sci Technol , vol.43 , Issue.9 , pp. 3200-3207
    • Bordel, S.1    Guieysse, B.2    Muñoz, R.3
  • 16
    • 58849135386 scopus 로고    scopus 로고
    • Flux balance analysis of primary metabolism in Chlamydomonas reihardtii
    • Boyle N.R., Morgan J.A. Flux balance analysis of primary metabolism in Chlamydomonas reihardtii. BMC Syst Biol 2009, 3:4.
    • (2009) BMC Syst Biol , vol.3 , pp. 4
    • Boyle, N.R.1    Morgan, J.A.2
  • 17
    • 13444258038 scopus 로고    scopus 로고
    • Diversity in the influence of temperature on the growth rates of freshwater algae, and its ecological relevance
    • Butterwick C., Heaney S.I., Talling J.F. Diversity in the influence of temperature on the growth rates of freshwater algae, and its ecological relevance. Freshw Biol 2005, 50:291-300.
    • (2005) Freshw Biol , vol.50 , pp. 291-300
    • Butterwick, C.1    Heaney, S.I.2    Talling, J.F.3
  • 19
    • 0041508921 scopus 로고    scopus 로고
    • Kinetic modeling of the autotrophic growth of Pavlova lutheri: study of the combined influence of light and temperature
    • Carvahlo A.P., Malcata F.X. Kinetic modeling of the autotrophic growth of Pavlova lutheri: study of the combined influence of light and temperature. Biotechnol Prog 2003, 19:1128-1135.
    • (2003) Biotechnol Prog , vol.19 , pp. 1128-1135
    • Carvahlo, A.P.1    Malcata, F.X.2
  • 20
    • 0018885749 scopus 로고
    • Modelling light saturation curves for photosynthesis: an exponential function
    • Chalker B.E. Modelling light saturation curves for photosynthesis: an exponential function. J Theor Biol 1980, 84:205-215.
    • (1980) J Theor Biol , vol.84 , pp. 205-215
    • Chalker, B.E.1
  • 21
    • 80051537012 scopus 로고    scopus 로고
    • Metabolic network reconstruction of Chlamydomonas offers insight into light-driven algal metabolism
    • Chang R.L., Ghamsari L., Manichaikul A., Hom E.F.Y., Balaji S., Fu W., et al. Metabolic network reconstruction of Chlamydomonas offers insight into light-driven algal metabolism. Mol Syst Biol 2011, 7:518.
    • (2011) Mol Syst Biol , vol.7 , pp. 518
    • Chang, R.L.1    Ghamsari, L.2    Manichaikul, A.3    Hom, E.F.Y.4    Balaji, S.5    Fu, W.6
  • 22
    • 33947617349 scopus 로고    scopus 로고
    • Biodiesel from microalgae
    • Chisti Y. Biodiesel from microalgae. Biotechnol Adv 2007, 25:294-306.
    • (2007) Biotechnol Adv , vol.25 , pp. 294-306
    • Chisti, Y.1
  • 23
    • 39149105620 scopus 로고    scopus 로고
    • Biodiesel from microalgae beats bioethanol
    • Chisti Y. Biodiesel from microalgae beats bioethanol. Trends Biotechnol 2008, 26:126-131.
    • (2008) Trends Biotechnol , vol.26 , pp. 126-131
    • Chisti, Y.1
  • 24
    • 0242487757 scopus 로고    scopus 로고
    • Identification of a metabolic network structure representative of Arthrospira (Spirulina) platensis metabolism
    • Cogne G., Gros J.B., Dussap C.G. Identification of a metabolic network structure representative of Arthrospira (Spirulina) platensis metabolism. Biotechnol Bioeng 2003, 84(6):667-676.
    • (2003) Biotechnol Bioeng , vol.84 , Issue.6 , pp. 667-676
    • Cogne, G.1    Gros, J.B.2    Dussap, C.G.3
  • 25
    • 79958257207 scopus 로고    scopus 로고
    • A model-based method for investigating bioenergetics processes in autotrophically growing eukaryotic microalgae: application to the green algae Chlamydomonas reinhardtii
    • Cogne G., Rügen M., Bockmayr A., Titica M., Dussap C.G., Cornet J.F., et al. A model-based method for investigating bioenergetics processes in autotrophically growing eukaryotic microalgae: application to the green algae Chlamydomonas reinhardtii. Biotechnol Prog 2011, 27(3):631-640.
    • (2011) Biotechnol Prog , vol.27 , Issue.3 , pp. 631-640
    • Cogne, G.1    Rügen, M.2    Bockmayr, A.3    Titica, M.4    Dussap, C.G.5    Cornet, J.F.6
  • 26
    • 84985269069 scopus 로고
    • Physiological responses of Anabaena variabilis (cyanophyceae) to instantaneous exposure to various combinations of light intensity and temperature
    • Collins C.D., Boylen C.W. Physiological responses of Anabaena variabilis (cyanophyceae) to instantaneous exposure to various combinations of light intensity and temperature. J Phycol 1982, 18:206-211.
    • (1982) J Phycol , vol.18 , pp. 206-211
    • Collins, C.D.1    Boylen, C.W.2
  • 27
    • 66149192677 scopus 로고    scopus 로고
    • A simple and reliable formula for assessment of maximum volumetric productivities in photobioreactors
    • Cornet J.F., Dussap C.G. A simple and reliable formula for assessment of maximum volumetric productivities in photobioreactors. Biotechnol Prog 2009, 25(2):424-435.
    • (2009) Biotechnol Prog , vol.25 , Issue.2 , pp. 424-435
    • Cornet, J.F.1    Dussap, C.G.2
  • 28
    • 0027112864 scopus 로고
    • A structured model for simulation of cultures of the cyanobacterium Spirulina platensis in photobioreactors: I. Coupling between light transfer and growth kinetics
    • Cornet J.F., Dussap C.G., Dubertret G. A structured model for simulation of cultures of the cyanobacterium Spirulina platensis in photobioreactors: I. Coupling between light transfer and growth kinetics. Biotechnol Bioeng 1992, 40:817-825.
    • (1992) Biotechnol Bioeng , vol.40 , pp. 817-825
    • Cornet, J.F.1    Dussap, C.G.2    Dubertret, G.3
  • 29
    • 0027112818 scopus 로고
    • A structured model for simulation of cultures of the cyanobacterium Spirulina platensis in photobioreactors. II. Identification of kinetic parameters under light and mineral limitations
    • Cornet J.F., Dussap C.G., Cluzel P., Dubertret G. A structured model for simulation of cultures of the cyanobacterium Spirulina platensis in photobioreactors. II. Identification of kinetic parameters under light and mineral limitations. Biotechnol Bioeng 1992, 40:826-834.
    • (1992) Biotechnol Bioeng , vol.40 , pp. 826-834
    • Cornet, J.F.1    Dussap, C.G.2    Cluzel, P.3    Dubertret, G.4
  • 30
    • 0028446066 scopus 로고
    • Conversion of radiant light energy in photobioreactors
    • Cornet J.F., Dussap C.G., Gros J.B. Conversion of radiant light energy in photobioreactors. AIChe 1994, 40:1055-1066.
    • (1994) AIChe , vol.40 , pp. 1055-1066
    • Cornet, J.F.1    Dussap, C.G.2    Gros, J.B.3
  • 31
    • 23044436723 scopus 로고
    • A simplified monodimensional approach for modeling coupling between radiant light transfer and growth kinetics in photobioreactors
    • Cornet J.F., Dussap C.G., Gros J.B. A simplified monodimensional approach for modeling coupling between radiant light transfer and growth kinetics in photobioreactors. Chem Eng Sci 1995, 50(9):1489-1500.
    • (1995) Chem Eng Sci , vol.50 , Issue.9 , pp. 1489-1500
    • Cornet, J.F.1    Dussap, C.G.2    Gros, J.B.3
  • 32
    • 0017578077 scopus 로고
    • The photosynthesis-light curve: a simple analog model
    • Crill P.A. The photosynthesis-light curve: a simple analog model. J Theor Biol 1977, 64:503-516.
    • (1977) J Theor Biol , vol.64 , pp. 503-516
    • Crill, P.A.1
  • 33
    • 0034817862 scopus 로고    scopus 로고
    • Light distribution in a novel photobioreactor-modelling for optimization
    • Csogör Z., Herrenbauer M., Schmidt K., Posten C. Light distribution in a novel photobioreactor-modelling for optimization. J Appl Phycol 2001, 13:325-333.
    • (2001) J Appl Phycol , vol.13 , pp. 325-333
    • Csogör, Z.1    Herrenbauer, M.2    Schmidt, K.3    Posten, C.4
  • 34
    • 0025227422 scopus 로고
    • On models of growth and photosynthesis in phytoplankton
    • Cullen J.J. On models of growth and photosynthesis in phytoplankton. Deep-Sea Res 1990, 37(4):667-683.
    • (1990) Deep-Sea Res , vol.37 , Issue.4 , pp. 667-683
    • Cullen, J.J.1
  • 35
    • 84883462025 scopus 로고    scopus 로고
    • The practice of recent radiative transfer Monte Carlo advances and its contribution to the field of micro-organisms cultivation in photobioreactors
    • Dauchet J., Blanco S., Cornet J.F., El Hafi M., Eymet V., Fournier R. The practice of recent radiative transfer Monte Carlo advances and its contribution to the field of micro-organisms cultivation in photobioreactors. J Quant Spectrosc Radiat Transfer 2013, 128:52-59.
    • (2013) J Quant Spectrosc Radiat Transfer , vol.128 , pp. 52-59
    • Dauchet, J.1    Blanco, S.2    Cornet, J.F.3    El Hafi, M.4    Eymet, V.5    Fournier, R.6
  • 36
    • 0026301342 scopus 로고
    • Environmental effects of temperature on photosynthesis: temperature
    • Davison I.R. Environmental effects of temperature on photosynthesis: temperature. J Phycol 1991, 2-8.
    • (1991) J Phycol , pp. 2-8
    • Davison, I.R.1
  • 37
    • 41949086718 scopus 로고    scopus 로고
    • Chlorella sorokiniana UTEX 2805, a heat and intense, sunlight-tolerant microalga with potential for removing ammonium from wastewater
    • de-Bashan L.E., Trejo A., Huss V.A.R., Hernandez J.P., Bashan Y. Chlorella sorokiniana UTEX 2805, a heat and intense, sunlight-tolerant microalga with potential for removing ammonium from wastewater. Biores Technol 2008, 99:4980-4989.
    • (2008) Biores Technol , vol.99 , pp. 4980-4989
    • de-Bashan, L.E.1    Trejo, A.2    Huss, V.A.R.3    Hernandez, J.P.4    Bashan, Y.5
  • 38
    • 0022827569 scopus 로고
    • Modelling the time dependent photoadaptation of phytoplankton to fluctuating light
    • Denman K.L., Marra J. Modelling the time dependent photoadaptation of phytoplankton to fluctuating light. Elsevier Oceanog. Ser. 1986, 42 (C):341-359.
    • (1986) Elsevier Oceanog. Ser. , pp. 341-359
    • Denman, K.L.1    Marra, J.2
  • 39
    • 0026616127 scopus 로고
    • Modelling of growth of Porphyridium cruentum in connection with two interdependent factors: light and temperature
    • Dermoun D., Chaumont D., Thebault J.M., Dauta A. Modelling of growth of Porphyridium cruentum in connection with two interdependent factors: light and temperature. Bioresour Technol 1992, 42:113-117.
    • (1992) Bioresour Technol , vol.42 , pp. 113-117
    • Dermoun, D.1    Chaumont, D.2    Thebault, J.M.3    Dauta, A.4
  • 40
    • 0028981801 scopus 로고
    • A mechanistic model of the effects of light and temperature on algal primary productivity
    • Duarte P. A mechanistic model of the effects of light and temperature on algal primary productivity. Ecol Model 1995, 82:151-160.
    • (1995) Ecol Model , vol.82 , pp. 151-160
    • Duarte, P.1
  • 41
    • 0024253180 scopus 로고
    • A model for the relationship between light intensity and the rate of photosynthesis in phytoplankton
    • Eilers P.H.C., Peeters J.C.H. A model for the relationship between light intensity and the rate of photosynthesis in phytoplankton. Ecol Model 1988, 42:199-215.
    • (1988) Ecol Model , vol.42 , pp. 199-215
    • Eilers, P.H.C.1    Peeters, J.C.H.2
  • 42
    • 0027798960 scopus 로고
    • Dynamic behavior of a model for photosynthesis and photoinhibition
    • Eilers P.H.C., Peeters J.C.H. Dynamic behavior of a model for photosynthesis and photoinhibition. Ecol Model 1993, 69:113-133.
    • (1993) Ecol Model , vol.69 , pp. 113-133
    • Eilers, P.H.C.1    Peeters, J.C.H.2
  • 43
    • 0001504953 scopus 로고
    • Temperature phytoplankton growth in the sea
    • Eppley R.W. Temperature phytoplankton growth in the sea. Fish Bull 1972, 70:1063-1085.
    • (1972) Fish Bull , vol.70 , pp. 1063-1085
    • Eppley, R.W.1
  • 44
    • 70350043401 scopus 로고    scopus 로고
    • Numerical analysis of cumulative impact of phytoplankton photoresponses to light variation on carbon assimilation
    • Esposito S., Botte V., Iudicone D., Ribera d'Alcala M. Numerical analysis of cumulative impact of phytoplankton photoresponses to light variation on carbon assimilation. J Theor Biol 2009, 261:361-371.
    • (2009) J Theor Biol , vol.261 , pp. 361-371
    • Esposito, S.1    Botte, V.2    Iudicone, D.3    Ribera d'Alcala, M.4
  • 45
    • 0026189162 scopus 로고
    • A model for light-limited continuous cultures: growth, shading, and maintenance
    • Evers E.G. A model for light-limited continuous cultures: growth, shading, and maintenance. Biotechnol Bioeng 1991, 38(3):254-259.
    • (1991) Biotechnol Bioeng , vol.38 , Issue.3 , pp. 254-259
    • Evers, E.G.1
  • 46
    • 0000231103 scopus 로고
    • Effects of light intensity on photosynthesis and dark respiration in six species of marine phytoplankton
    • Falkowski P.G., Owens T.G. Effects of light intensity on photosynthesis and dark respiration in six species of marine phytoplankton. Mar Biol 1978, 45:289-295.
    • (1978) Mar Biol , vol.45 , pp. 289-295
    • Falkowski, P.G.1    Owens, T.G.2
  • 47
    • 0020869216 scopus 로고
    • Photosynthetic response of phytoplankton to light: a physiological model
    • Fasham M.J.R., Platt T. Photosynthetic response of phytoplankton to light: a physiological model. Proc R Soc Lond B Biol Sci 1983, 219(1217):355-370.
    • (1983) Proc R Soc Lond B Biol Sci , vol.219 , Issue.1217 , pp. 355-370
    • Fasham, M.J.R.1    Platt, T.2
  • 48
    • 0002087564 scopus 로고
    • Effects of light intensity and temperature interactions on growth characteristics of Phaeodactylum tricornutum (bacillariophyceae)
    • Fawley M.W. Effects of light intensity and temperature interactions on growth characteristics of Phaeodactylum tricornutum (bacillariophyceae). J Phycol 1984, 20:67-72.
    • (1984) J Phycol , vol.20 , pp. 67-72
    • Fawley, M.W.1
  • 49
    • 0026290031 scopus 로고
    • Aquatic primary production in relation to microalgal responses to changing light: a review
    • 2/3
    • Ferris J.M., Christian R. Aquatic primary production in relation to microalgal responses to changing light: a review. Aquat Sci 1991, 53(2/3):187-217.
    • (1991) Aquat Sci , vol.53 , pp. 187-217
    • Ferris, J.M.1    Christian, R.2
  • 52
    • 84988172978 scopus 로고
    • The relationship between steady state phytoplankton growth and photosynthesis
    • Geider R.J. The relationship between steady state phytoplankton growth and photosynthesis. Limnol Oceanogr 1990, 35(4):971-972.
    • (1990) Limnol Oceanogr , vol.35 , Issue.4 , pp. 971-972
    • Geider, R.J.1
  • 53
    • 0030032479 scopus 로고    scopus 로고
    • A dynamic model of photoadaptation in phytoplankton
    • Geider R.J., MacIntyre H.L. A dynamic model of photoadaptation in phytoplankton. Limnol Oceanogr 1996, 41(1):1-15.
    • (1996) Limnol Oceanogr , vol.41 , Issue.1 , pp. 1-15
    • Geider, R.J.1    MacIntyre, H.L.2
  • 54
    • 0030617742 scopus 로고    scopus 로고
    • Dynamic model of phytoplankton growth and acclimation: responses of the balanced growth rate and the chlorophyll a: carbon ratio to light, nutrient-limitation and temperature
    • Geider R.J., MacIntyre H.L., Kana T.M. Dynamic model of phytoplankton growth and acclimation: responses of the balanced growth rate and the chlorophyll a: carbon ratio to light, nutrient-limitation and temperature. Mar Ecol Prog Ser 1997, 148:187-200.
    • (1997) Mar Ecol Prog Ser , vol.148 , pp. 187-200
    • Geider, R.J.1    MacIntyre, H.L.2    Kana, T.M.3
  • 55
    • 0031823087 scopus 로고    scopus 로고
    • A dynamic regulatory model of phytoplanktonic acclimation to light, nutrients, and temperature
    • Geider R.L., MacIntyre H.L., Kana T.M. A dynamic regulatory model of phytoplanktonic acclimation to light, nutrients, and temperature. Limnol Oceanogr 1998, 43(3):679-694.
    • (1998) Limnol Oceanogr , vol.43 , Issue.3 , pp. 679-694
    • Geider, R.L.1    MacIntyre, H.L.2    Kana, T.M.3
  • 56
    • 0025229226 scopus 로고
    • Modeling algal productivity in large outdoor cultures and waste treatment systems
    • Grobbelaar J.U. Modeling algal productivity in large outdoor cultures and waste treatment systems. Biomass 1990, 21:297-314.
    • (1990) Biomass , vol.21 , pp. 297-314
    • Grobbelaar, J.U.1
  • 57
    • 0025937496 scopus 로고
    • The influence of light/dark cycles in mixed algal cultures on their productivity
    • Grobbelaar J.U. The influence of light/dark cycles in mixed algal cultures on their productivity. Bioresour Technol 1991, 38:189-194.
    • (1991) Bioresour Technol , vol.38 , pp. 189-194
    • Grobbelaar, J.U.1
  • 58
    • 0028137287 scopus 로고
    • Turbulence in mass algal cultures and the role of light/dark fluctuations
    • Grobbelaar J.U. Turbulence in mass algal cultures and the role of light/dark fluctuations. J Appl Phycol 1994, 6:331-335.
    • (1994) J Appl Phycol , vol.6 , pp. 331-335
    • Grobbelaar, J.U.1
  • 59
    • 70350374366 scopus 로고    scopus 로고
    • Factors governing algal growth in photobioreactors: the "open" versus "closed" debate
    • Grobbelaar J.U. Factors governing algal growth in photobioreactors: the "open" versus "closed" debate. J Appl Phycol 2009, 21:489-492.
    • (2009) J Appl Phycol , vol.21 , pp. 489-492
    • Grobbelaar, J.U.1
  • 60
    • 84870161194 scopus 로고    scopus 로고
    • Variability and uncertainty in water demand and water footprint assessments of fresh algae cultivation based on case studies from five climatic regions
    • Guieysse B., Béchet Q., Shilton A. Variability and uncertainty in water demand and water footprint assessments of fresh algae cultivation based on case studies from five climatic regions. Bioresour Technol 2013, 128:317-323.
    • (2013) Bioresour Technol , vol.128 , pp. 317-323
    • Guieysse, B.1    Béchet, Q.2    Shilton, A.3
  • 63
    • 0036349925 scopus 로고    scopus 로고
    • A mechanistic model of algal photoinhibition induced by photodamage to Photosystem-II
    • Han B.P. A mechanistic model of algal photoinhibition induced by photodamage to Photosystem-II. J Theor Biol 2002, 214:519-527.
    • (2002) J Theor Biol , vol.214 , pp. 519-527
    • Han, B.P.1
  • 64
    • 0035930012 scopus 로고    scopus 로고
    • Photosynthesis-irradiance response at physiological level: a mechanistic model
    • Han B.P. Photosynthesis-irradiance response at physiological level: a mechanistic model. J Theor Biol 2001, 213:121-127.
    • (2001) J Theor Biol , vol.213 , pp. 121-127
    • Han, B.P.1
  • 65
    • 0034064477 scopus 로고    scopus 로고
    • Effect of photoinhibition on algal photosynthesis: a dynamic model
    • Han B.P., Virtanen M., Koponen J., Straškraba M. Effect of photoinhibition on algal photosynthesis: a dynamic model. J Plankton Res 2000, 22(5):865-885.
    • (2000) J Plankton Res , vol.22 , Issue.5 , pp. 865-885
    • Han, B.P.1    Virtanen, M.2    Koponen, J.3    Straškraba, M.4
  • 66
    • 1642380461 scopus 로고    scopus 로고
    • The problem of overfitting
    • Hawkins D.M. The problem of overfitting. J Chem Inf Comput Sci 2004, 44:1-12.
    • (2004) J Chem Inf Comput Sci , vol.44 , pp. 1-12
    • Hawkins, D.M.1
  • 67
    • 1342297643 scopus 로고
    • An assessment of techniques for predicting radiation transfer in aqueous media
    • Houf W.G., Incropera F.P. An assessment of techniques for predicting radiation transfer in aqueous media. J Quant Spectrosc Radiat Transfer 1980, 23:101-115.
    • (1980) J Quant Spectrosc Radiat Transfer , vol.23 , pp. 101-115
    • Houf, W.G.1    Incropera, F.P.2
  • 68
    • 0037454638 scopus 로고    scopus 로고
    • Enclosed outdoor photobioreactors: light regime, photosynthetic efficiency, scale-up, and future prospects
    • Janssen M., Tramper J., Mur L.R., Wijffels R.H. Enclosed outdoor photobioreactors: light regime, photosynthetic efficiency, scale-up, and future prospects. Biotechnol Bioeng 2003, 81(2):193-210.
    • (2003) Biotechnol Bioeng , vol.81 , Issue.2 , pp. 193-210
    • Janssen, M.1    Tramper, J.2    Mur, L.R.3    Wijffels, R.H.4
  • 69
    • 84986841093 scopus 로고
    • Mathematical formulation of the relationship between photosynthesis and light for phytoplankton
    • Jassby A.D., Platt T. Mathematical formulation of the relationship between photosynthesis and light for phytoplankton. Limnol Oceanogr 1976, 21(4):540-547.
    • (1976) Limnol Oceanogr , vol.21 , Issue.4 , pp. 540-547
    • Jassby, A.D.1    Platt, T.2
  • 70
    • 26444536624 scopus 로고    scopus 로고
    • Measurement of microalgal photosynthetic activity depending on light intensity and quality
    • Jeon Y.C., Cho C.W., Yun Y.S. Measurement of microalgal photosynthetic activity depending on light intensity and quality. Biochem Eng J 2005, 27:127-131.
    • (2005) Biochem Eng J , vol.27 , pp. 127-131
    • Jeon, Y.C.1    Cho, C.W.2    Yun, Y.S.3
  • 71
    • 0034091094 scopus 로고    scopus 로고
    • Light intensity distribution in the externally illuminated cylindrical photo-bioreactor and its application to hydrogen production by Rhodobacter capsulatus
    • Katsuda T., Arimoto T., Igarashi K., Azuma M., Kato J., Takakuwa S., et al. Light intensity distribution in the externally illuminated cylindrical photo-bioreactor and its application to hydrogen production by Rhodobacter capsulatus. Biochem Eng J 2000, 2000:157-164.
    • (2000) Biochem Eng J , vol.2000 , pp. 157-164
    • Katsuda, T.1    Arimoto, T.2    Igarashi, K.3    Azuma, M.4    Kato, J.5    Takakuwa, S.6
  • 72
    • 0020869845 scopus 로고
    • A simple, steady-state description of phytoplankton growth based on absorption cross section and quantum efficiency
    • Kiefer D.A., Mitchell B.G. A simple, steady-state description of phytoplankton growth based on absorption cross section and quantum efficiency. Limnol Oceanogr 1983, 28(4):770-776.
    • (1983) Limnol Oceanogr , vol.28 , Issue.4 , pp. 770-776
    • Kiefer, D.A.1    Mitchell, B.G.2
  • 73
    • 31844449924 scopus 로고    scopus 로고
    • Selection of microalgal growth models for describing specific growth rate-light response using extended information criterion
    • Kurano N., Miyachi S. Selection of microalgal growth models for describing specific growth rate-light response using extended information criterion. J Biosci Bioeng 2005, 100(4):403-408.
    • (2005) J Biosci Bioeng , vol.100 , Issue.4 , pp. 403-408
    • Kurano, N.1    Miyachi, S.2
  • 74
    • 0023346224 scopus 로고
    • Kinetics and bioenergetics of light-limited photoautotrophic growth of Spirulina platensis
    • Lee H.Y., Erickson L.E., Yang S.S. Kinetics and bioenergetics of light-limited photoautotrophic growth of Spirulina platensis. Biotechnol Bioeng 1987, 29:832-843.
    • (1987) Biotechnol Bioeng , vol.29 , pp. 832-843
    • Lee, H.Y.1    Erickson, L.E.2    Yang, S.S.3
  • 75
    • 0442278175 scopus 로고    scopus 로고
    • Analyzing and modeling of photobioreactors by combining first principles of physiology and hydrodynamics
    • Luo H.P., Al-Dahhan Analyzing and modeling of photobioreactors by combining first principles of physiology and hydrodynamics. Biotechnol Bioeng 2004, 85(4):382-393.
    • (2004) Biotechnol Bioeng , vol.85 , Issue.4 , pp. 382-393
    • Luo, H.P.1    Al-Dahhan2
  • 76
    • 70349505956 scopus 로고    scopus 로고
    • Microalgae for biodiesel production and other applications: a review
    • Mata T.M., Martins A.A., Caetano N.S. Microalgae for biodiesel production and other applications: a review. Renew Sustain Energy Rev 2010, 14:217-232.
    • (2010) Renew Sustain Energy Rev , vol.14 , pp. 217-232
    • Mata, T.M.1    Martins, A.A.2    Caetano, N.S.3
  • 77
    • 0001673630 scopus 로고
    • Kinetics of oxygenic photosynthesis in planktonic algae
    • Megard R.O., Tonkyn D.W., Senft W.H. Kinetics of oxygenic photosynthesis in planktonic algae. J Plankton Res 1984, 6(2):325-337.
    • (1984) J Plankton Res , vol.6 , Issue.2 , pp. 325-337
    • Megard, R.O.1    Tonkyn, D.W.2    Senft, W.H.3
  • 78
    • 0038718534 scopus 로고    scopus 로고
    • Modeling of photobioreactors: application to bubble column simulation
    • Merchuk J.C., Wu X. Modeling of photobioreactors: application to bubble column simulation. J Appl Phycol 2003, 15:163-169.
    • (2003) J Appl Phycol , vol.15 , pp. 163-169
    • Merchuk, J.C.1    Wu, X.2
  • 79
    • 85012858385 scopus 로고    scopus 로고
    • Photobioreactors-models of photosynthesis and related effects
    • Merchuk J.C., Carcia Camacho F., Molina Grima E. Photobioreactors-models of photosynthesis and related effects. Compr Biotechnol 2011, 2:227-247.
    • (2011) Compr Biotechnol , vol.2 , pp. 227-247
    • Merchuk, J.C.1    Carcia Camacho, F.2    Molina, G.E.3
  • 80
    • 0344867845 scopus 로고    scopus 로고
    • Comparative evaluation of compact photobioreactors for large-scale monoculture of microalgae
    • Mirón A.S., Gómez A.C., Camacho F.G., Grima E.M., Chisti Y. Comparative evaluation of compact photobioreactors for large-scale monoculture of microalgae. J Biotechnol 1999, 70:249-270.
    • (1999) J Biotechnol , vol.70 , pp. 249-270
    • Mirón, A.S.1    Gómez, A.C.2    Camacho, F.G.3    Grima, E.M.4    Chisti, Y.5
  • 82
    • 12444343244 scopus 로고    scopus 로고
    • A study on simultaneous photolimitation and photoinhibition in dense microalgal cultures taking into account incident and averaged irradiances
    • Molina Grima E., Fernández Sevilla J.M., Sánchez Pérez J.A., García Camacho F. A study on simultaneous photolimitation and photoinhibition in dense microalgal cultures taking into account incident and averaged irradiances. J Biotechnol 1996, 45:59-69.
    • (1996) J Biotechnol , vol.45 , pp. 59-69
    • Molina Grima, E.1    Fernández Sevilla, J.M.2    Sánchez Pérez, J.A.3    García, C.F.4
  • 83
    • 0037502276 scopus 로고    scopus 로고
    • Benefits and limitations of modeling for optimization of Porphyridium cruentum culture in annular photobioreactor
    • Muller-Feurga A., Le Guédes R., Pruvost J. Benefits and limitations of modeling for optimization of Porphyridium cruentum culture in annular photobioreactor. J Biotechnol 2003, 103:153-163.
    • (2003) J Biotechnol , vol.103 , pp. 153-163
    • Muller-Feurga, A.1    Le Guédes, R.2    Pruvost, J.3
  • 84
    • 79960107667 scopus 로고    scopus 로고
    • Energy-water nexus for mass cultivation of algae
    • Murphy C.C., Allen D.T. Energy-water nexus for mass cultivation of algae. Environ Sci Technol 2011, 45:5861-5868.
    • (2011) Environ Sci Technol , vol.45 , pp. 5861-5868
    • Murphy, C.C.1    Allen, D.T.2
  • 85
    • 0028853693 scopus 로고
    • Kinetic study of light-limited batch cultivation of photosynthetic cells
    • Ogbonna J.C., Yada H., Tanaka H. Kinetic study of light-limited batch cultivation of photosynthetic cells. J Ferment Bioeng 1995, 80(3):259-264.
    • (1995) J Ferment Bioeng , vol.80 , Issue.3 , pp. 259-264
    • Ogbonna, J.C.1    Yada, H.2    Tanaka, H.3
  • 86
    • 0028881236 scopus 로고
    • Light-supply coefficient: a new engineering parameter for photobioreactor design
    • Ogbonna J.C., Yada H., Tanaka H. Light-supply coefficient: a new engineering parameter for photobioreactor design. J Ferment Bioeng 1995, 80(4):369-376.
    • (1995) J Ferment Bioeng , vol.80 , Issue.4 , pp. 369-376
    • Ogbonna, J.C.1    Yada, H.2    Tanaka, H.3
  • 87
    • 15944371931 scopus 로고    scopus 로고
    • Linking chlorophyll-nutrient dynamics to the Redfield N:C ratio with a model of optimal phytoplankton growth
    • Pahlow M. Linking chlorophyll-nutrient dynamics to the Redfield N:C ratio with a model of optimal phytoplankton growth. Mar Ecol Prog Ser 2005, 287:33-43.
    • (2005) Mar Ecol Prog Ser , vol.287 , pp. 33-43
    • Pahlow, M.1
  • 88
    • 0027083649 scopus 로고
    • Dynamic versus static models for photosynthesis
    • Pahl-Wostl C. Dynamic versus static models for photosynthesis. Hydrobiologia 1992, 238:189-196.
    • (1992) Hydrobiologia , vol.238 , pp. 189-196
    • Pahl-Wostl, C.1
  • 89
    • 0025670858 scopus 로고
    • DYPHORA-a dynamic model for the rate of photosynthesis of algae
    • Pahl-Wostl C., Imboden D.M. DYPHORA-a dynamic model for the rate of photosynthesis of algae. J Plankton Res 1990, 12(6):1207-1221.
    • (1990) J Plankton Res , vol.12 , Issue.6 , pp. 1207-1221
    • Pahl-Wostl, C.1    Imboden, D.M.2
  • 90
    • 34548440797 scopus 로고    scopus 로고
    • Simulations of light intensity variation in photobioreactors
    • Perner-Nochta I., Posten C. Simulations of light intensity variation in photobioreactors. J Biotechnol 2007, 131:276-285.
    • (2007) J Biotechnol , vol.131 , pp. 276-285
    • Perner-Nochta, I.1    Posten, C.2
  • 91
    • 69949190933 scopus 로고    scopus 로고
    • Design principles of photo-bioreactors for cultivation of microalgae
    • Posten C. Design principles of photo-bioreactors for cultivation of microalgae. Eng Life Sci 2009, 9(3):165-177.
    • (2009) Eng Life Sci , vol.9 , Issue.3 , pp. 165-177
    • Posten, C.1
  • 92
    • 25144447288 scopus 로고    scopus 로고
    • A fully predictive model for one-dimensional light attenuation by Chlamydomonas reinhardtii in a torus reactor
    • Pottier L., Pruvost J., Deremetz J., Cornet J.F., Legrand J., Dussap C.G. A fully predictive model for one-dimensional light attenuation by Chlamydomonas reinhardtii in a torus reactor. Biotechnol Bioeng 2005, 91(5):569-582.
    • (2005) Biotechnol Bioeng , vol.91 , Issue.5 , pp. 569-582
    • Pottier, L.1    Pruvost, J.2    Deremetz, J.3    Cornet, J.F.4    Legrand, J.5    Dussap, C.G.6
  • 93
    • 84900551091 scopus 로고    scopus 로고
    • Knowledge models for the engineering and optimization of photobioreactors
    • De Gruyter GmbH & Co. KG, C. Posten, C. Walter (Eds.)
    • Pruvost J., Cornet J.F. Knowledge models for the engineering and optimization of photobioreactors. Microalgal biotechnology vol. 1 "Potential and Production" 2012, De Gruyter GmbH & Co. KG. C. Posten, C. Walter (Eds.).
    • (2012) Microalgal biotechnology vol. 1 "Potential and Production"
    • Pruvost, J.1    Cornet, J.F.2
  • 94
    • 0036590807 scopus 로고    scopus 로고
    • Simulation of microalgae growth in limiting light conditions: flow effect
    • Pruvost J., Legrand J., Legentillhomme P., Muller-Feuga A. Simulation of microalgae growth in limiting light conditions: flow effect. Bioeng Food Nat Prod 2002, 48(5):1109-1120.
    • (2002) Bioeng Food Nat Prod , vol.48 , Issue.5 , pp. 1109-1120
    • Pruvost, J.1    Legrand, J.2    Legentillhomme, P.3    Muller-Feuga, A.4
  • 95
    • 33646885012 scopus 로고    scopus 로고
    • Numerical investigation of hydrodynamic and mixing conditions in a torus photobioreactor
    • Pruvost J., Pottier L., Legrand J. Numerical investigation of hydrodynamic and mixing conditions in a torus photobioreactor. Chem Eng Sci 2006, 61:4476-4489.
    • (2006) Chem Eng Sci , vol.61 , pp. 4476-4489
    • Pruvost, J.1    Pottier, L.2    Legrand, J.3
  • 96
    • 46249132108 scopus 로고    scopus 로고
    • Hydrodynamics influence on light conversion in photobioreactors: an energetically consistent analysis
    • Pruvost J., Cornet J.F., Legrand J. Hydrodynamics influence on light conversion in photobioreactors: an energetically consistent analysis. Chem Eng Sci 2008, 63:3679-3694.
    • (2008) Chem Eng Sci , vol.63 , pp. 3679-3694
    • Pruvost, J.1    Cornet, J.F.2    Legrand, J.3
  • 97
    • 84862222027 scopus 로고    scopus 로고
    • Theoretical investigation of biomass productivities achievable in solar rectangular photobioreactors for the cyanobacterium Arthrospira platensis
    • Pruvost J., Cornet J.F., Goetz V., Legrand J. Theoretical investigation of biomass productivities achievable in solar rectangular photobioreactors for the cyanobacterium Arthrospira platensis. Biotechnol Prog 2012, 28:699-714.
    • (2012) Biotechnol Prog , vol.28 , pp. 699-714
    • Pruvost, J.1    Cornet, J.F.2    Goetz, V.3    Legrand, J.4
  • 98
    • 84984087074 scopus 로고
    • Mean light intensity: a useful concept in correlating growth rates of dense cultures of microalgae
    • Rabe A.E., Benoit R.J. Mean light intensity: a useful concept in correlating growth rates of dense cultures of microalgae. Biotechnol Bioeng 1962, 4:377-390.
    • (1962) Biotechnol Bioeng , vol.4 , pp. 377-390
    • Rabe, A.E.1    Benoit, R.J.2
  • 99
    • 84984087218 scopus 로고
    • A mathematical model for the batch reactor kinetics of algae growth
    • Ragonese F.P., Williams J.A. A mathematical model for the batch reactor kinetics of algae growth. Biotechnol Bioeng 1968, 10(1):83-88.
    • (1968) Biotechnol Bioeng , vol.10 , Issue.1 , pp. 83-88
    • Ragonese, F.P.1    Williams, J.A.2
  • 101
    • 0025995069 scopus 로고
    • Modeling of light-dependent algal photosynthesis and growth: experiments with the Barents Sea diatoms Thalassiosira nordenskioeldii and Chaetoceros furcellatus
    • Sakshaug E., Johnsen G., Andresen K., Vernet M. Modeling of light-dependent algal photosynthesis and growth: experiments with the Barents Sea diatoms Thalassiosira nordenskioeldii and Chaetoceros furcellatus. Deep-Sea Res 1991, 38(4):415-430.
    • (1991) Deep-Sea Res , vol.38 , Issue.4 , pp. 415-430
    • Sakshaug, E.1    Johnsen, G.2    Andresen, K.3    Vernet, M.4
  • 104
    • 28844474830 scopus 로고    scopus 로고
    • Flux balance analysis of photoautrophic metabolism
    • Shastri A.A., Morgan J.A. Flux balance analysis of photoautrophic metabolism. Biotechnol Prog 2005, 21:1617-1626.
    • (2005) Biotechnol Prog , vol.21 , pp. 1617-1626
    • Shastri, A.A.1    Morgan, J.A.2
  • 105
    • 79958011898 scopus 로고    scopus 로고
    • A critical review of biochemical conversion, sustainability and life cycle assessment of algal biofuels
    • Singh A., Olsen S.I. A critical review of biochemical conversion, sustainability and life cycle assessment of algal biofuels. Appl Energy 2011, 88:3548-3555.
    • (2011) Appl Energy , vol.88 , pp. 3548-3555
    • Singh, A.1    Olsen, S.I.2
  • 106
    • 0037457504 scopus 로고    scopus 로고
    • A light distribution model for an internally radiating photobioreactor
    • Suh I.S., Lee S.B. A light distribution model for an internally radiating photobioreactor. Biotechnol Bioeng 2003, 82(2):180-189.
    • (2003) Biotechnol Bioeng , vol.82 , Issue.2 , pp. 180-189
    • Suh, I.S.1    Lee, S.B.2
  • 107
    • 0025876866 scopus 로고
    • A comparative study and mathematical modelling of temperature, light and growth of three microalgae potentially useful for wastewater treatment
    • Talbot P., Thébault J.M., Dauta A., La Noüe De A comparative study and mathematical modelling of temperature, light and growth of three microalgae potentially useful for wastewater treatment. Water Res 1991, 25(4):465-472.
    • (1991) Water Res , vol.25 , Issue.4 , pp. 465-472
    • Talbot, P.1    Thébault, J.M.2    Dauta, A.3    La Noüe, D.4
  • 108
    • 0025937947 scopus 로고
    • Temperature as an important factor affecting productivity and night biomass loss in Spirulina platensis grown outdoors in tubular photobioreactors
    • 2-3
    • Torzillo G., Sacchi A., Materassi R. Temperature as an important factor affecting productivity and night biomass loss in Spirulina platensis grown outdoors in tubular photobioreactors. Bioresour Technol 1991, 38(2-3):95-100.
    • (1991) Bioresour Technol , vol.38 , pp. 95-100
    • Torzillo, G.1    Sacchi, A.2    Materassi, R.3
  • 109
    • 0000120456 scopus 로고
    • From open ponds to vertical alveolar panels: the Italian experience in the development of reactors for the mass cultivation of phototrophic microorganisms
    • Tredici M.R., Materassi R. From open ponds to vertical alveolar panels: the Italian experience in the development of reactors for the mass cultivation of phototrophic microorganisms. J Appl Phycol 1992, 4:221-231.
    • (1992) J Appl Phycol , vol.4 , pp. 221-231
    • Tredici, M.R.1    Materassi, R.2
  • 110
    • 0037145322 scopus 로고    scopus 로고
    • Simulation of algae growth in a bench-scale bubble column reactor
    • Wu X., Merchuk J.C. Simulation of algae growth in a bench-scale bubble column reactor. Biotechnol Bioeng 2002, 80(2):156-168.
    • (2002) Biotechnol Bioeng , vol.80 , Issue.2 , pp. 156-168
    • Wu, X.1    Merchuk, J.C.2
  • 111
    • 3042525422 scopus 로고    scopus 로고
    • Simulation of algae growth in a bench scale internal loop airlift reactor
    • Wu X., Merchuk J.C. Simulation of algae growth in a bench scale internal loop airlift reactor. Chem Eng Sci 2004, 59:2899-2912.
    • (2004) Chem Eng Sci , vol.59 , pp. 2899-2912
    • Wu, X.1    Merchuk, J.C.2
  • 112
    • 0038722336 scopus 로고    scopus 로고
    • Kinetic modeling of the light-dependent photosynthetic activity of the green microalga Chlorella vulgaris
    • Yun Y.S., Park J.M. Kinetic modeling of the light-dependent photosynthetic activity of the green microalga Chlorella vulgaris. Biotechnol Bioeng 2003, 83(3):303-311.
    • (2003) Biotechnol Bioeng , vol.83 , Issue.3 , pp. 303-311
    • Yun, Y.S.1    Park, J.M.2
  • 113
    • 0032476764 scopus 로고    scopus 로고
    • Light-limited microalgal growth: a comparison of modeling approaches
    • Zonneveld C. Light-limited microalgal growth: a comparison of modeling approaches. Ecol Model 1998, 113:41-54.
    • (1998) Ecol Model , vol.113 , pp. 41-54
    • Zonneveld, C.1


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